Thanks guys for the quick reply.
zakria: Check the two plugs on the relay and used an electrical cleaner, and the problem still exists.
If you connect it directly to the A/C compressor works than it means no power reaching to it.
I think you have to bypass it
or maybe you need to take out the Compressor and check the clutch and the part inside it "Clutch Coil"
here is picture of what I mean